Longitudinal analysis of hsa-miR-3163, hsa-miR-124-3p, hsa-miR-548c-3p, and hsa-miR-27a-3p as prognostic biomarkers in HIV-infected patients
MicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of -identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-316...
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Published in | Frontiers in immunology Vol. 16; p. 1565068 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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06.05.2025
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ISSN | 1664-3224 1664-3224 |
DOI | 10.3389/fimmu.2025.1565068 |
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Abstract | MicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of
-identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-3163) before and during antiretroviral treatment (ART), together with their correlations with immunological markers (CD4 count, CD4/CD45 ratio) and virological parameters (HIV RNA load).
Blood samples and clinical data of 16 patients were collected at 4 different time points; before the initiation of ART (baseline), 1
, 2
and 6
months following HIV diagnosis. 16 healthy controls were enrolled to this study. RT-qPCR and ELISA techniques were used to analyze miRNA expression levels while immunological markers (CD4 count and ratio) were assessed by flow cytometry.
miR-27a-3p expression was significantly increased at 2
and 6
months of ART (p<0.001). miR-548ac-3p was upregulated at 6
month compared to healthy individuals and ART-naive subjects (p<0.05). miR-124-3p expression was significantly elevated in ART-naive subjects in comparison with healthy controls (p<0.001). Conversely, miR-3163 was downregulated in ART-naive, 1-month, and 2-month ART groups (p<0.001), but returned to normal levels by 6 months. miR-548ac-3p and miR-3163 showed moderate-to-strong positive correlations with CD4 counts (R=0.46, R=0.67; p<0.001). ROC analysis identified miR-3163 as a promising prognostic marker, with an AUC of 0.8561, (95% CI: 0.756-0.9265).
Our findings highlight the potential of miR-3163 as a robust prognostic biomarker for monitoring HIV progression and optimizing ART strategies. Validation in larger cohorts is warranted to confirm its clinical utility. |
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AbstractList | IntroductionMicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of in silico-identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-3163) before and during antiretroviral treatment (ART), together with their correlations with immunological markers (CD4 count, CD4/CD45 ratio) and virological parameters (HIV RNA load).MethodsBlood samples and clinical data of 16 patients were collected at 4 different time points; before the initiation of ART (baseline), 1st, 2nd and 6th months following HIV diagnosis. 16 healthy controls were enrolled to this study. RT-qPCR and ELISA techniques were used to analyze miRNA expression levels while immunological markers (CD4 count and ratio) were assessed by flow cytometry.ResultsmiR-27a-3p expression was significantly increased at 2nd and 6th months of ART (p<0.001). miR-548ac-3p was upregulated at 6th month compared to healthy individuals and ART-naive subjects (p<0.05). miR-124-3p expression was significantly elevated in ART-naive subjects in comparison with healthy controls (p<0.001). Conversely, miR-3163 was downregulated in ART-naive, 1-month, and 2-month ART groups (p<0.001), but returned to normal levels by 6 months. miR-548ac-3p and miR-3163 showed moderate-to-strong positive correlations with CD4 counts (R=0.46, R=0.67; p<0.001). ROC analysis identified miR-3163 as a promising prognostic marker, with an AUC of 0.8561, (95% CI: 0.756–0.9265).DiscussionOur findings highlight the potential of miR-3163 as a robust prognostic biomarker for monitoring HIV progression and optimizing ART strategies. Validation in larger cohorts is warranted to confirm its clinical utility. MicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of -identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-3163) before and during antiretroviral treatment (ART), together with their correlations with immunological markers (CD4 count, CD4/CD45 ratio) and virological parameters (HIV RNA load). Blood samples and clinical data of 16 patients were collected at 4 different time points; before the initiation of ART (baseline), 1 , 2 and 6 months following HIV diagnosis. 16 healthy controls were enrolled to this study. RT-qPCR and ELISA techniques were used to analyze miRNA expression levels while immunological markers (CD4 count and ratio) were assessed by flow cytometry. miR-27a-3p expression was significantly increased at 2 and 6 months of ART (p<0.001). miR-548ac-3p was upregulated at 6 month compared to healthy individuals and ART-naive subjects (p<0.05). miR-124-3p expression was significantly elevated in ART-naive subjects in comparison with healthy controls (p<0.001). Conversely, miR-3163 was downregulated in ART-naive, 1-month, and 2-month ART groups (p<0.001), but returned to normal levels by 6 months. miR-548ac-3p and miR-3163 showed moderate-to-strong positive correlations with CD4 counts (R=0.46, R=0.67; p<0.001). ROC analysis identified miR-3163 as a promising prognostic marker, with an AUC of 0.8561, (95% CI: 0.756-0.9265). Our findings highlight the potential of miR-3163 as a robust prognostic biomarker for monitoring HIV progression and optimizing ART strategies. Validation in larger cohorts is warranted to confirm its clinical utility. MicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of in silico-identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-3163) before and during antiretroviral treatment (ART), together with their correlations with immunological markers (CD4 count, CD4/CD45 ratio) and virological parameters (HIV RNA load).IntroductionMicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus (HIV). This study aimed to evaluate the expression and diagnostic potential of in silico-identified miRNAs (miR-124-3p, miR-27a-3p, miR-548ac-3p, miR-3163) before and during antiretroviral treatment (ART), together with their correlations with immunological markers (CD4 count, CD4/CD45 ratio) and virological parameters (HIV RNA load).Blood samples and clinical data of 16 patients were collected at 4 different time points; before the initiation of ART (baseline), 1st, 2nd and 6th months following HIV diagnosis. 16 healthy controls were enrolled to this study. RT-qPCR and ELISA techniques were used to analyze miRNA expression levels while immunological markers (CD4 count and ratio) were assessed by flow cytometry.MethodsBlood samples and clinical data of 16 patients were collected at 4 different time points; before the initiation of ART (baseline), 1st, 2nd and 6th months following HIV diagnosis. 16 healthy controls were enrolled to this study. RT-qPCR and ELISA techniques were used to analyze miRNA expression levels while immunological markers (CD4 count and ratio) were assessed by flow cytometry.miR-27a-3p expression was significantly increased at 2nd and 6th months of ART (p<0.001). miR-548ac-3p was upregulated at 6th month compared to healthy individuals and ART-naive subjects (p<0.05). miR-124-3p expression was significantly elevated in ART-naive subjects in comparison with healthy controls (p<0.001). Conversely, miR-3163 was downregulated in ART-naive, 1-month, and 2-month ART groups (p<0.001), but returned to normal levels by 6 months. miR-548ac-3p and miR-3163 showed moderate-to-strong positive correlations with CD4 counts (R=0.46, R=0.67; p<0.001). ROC analysis identified miR-3163 as a promising prognostic marker, with an AUC of 0.8561, (95% CI: 0.756-0.9265).ResultsmiR-27a-3p expression was significantly increased at 2nd and 6th months of ART (p<0.001). miR-548ac-3p was upregulated at 6th month compared to healthy individuals and ART-naive subjects (p<0.05). miR-124-3p expression was significantly elevated in ART-naive subjects in comparison with healthy controls (p<0.001). Conversely, miR-3163 was downregulated in ART-naive, 1-month, and 2-month ART groups (p<0.001), but returned to normal levels by 6 months. miR-548ac-3p and miR-3163 showed moderate-to-strong positive correlations with CD4 counts (R=0.46, R=0.67; p<0.001). ROC analysis identified miR-3163 as a promising prognostic marker, with an AUC of 0.8561, (95% CI: 0.756-0.9265).Our findings highlight the potential of miR-3163 as a robust prognostic biomarker for monitoring HIV progression and optimizing ART strategies. Validation in larger cohorts is warranted to confirm its clinical utility.DiscussionOur findings highlight the potential of miR-3163 as a robust prognostic biomarker for monitoring HIV progression and optimizing ART strategies. Validation in larger cohorts is warranted to confirm its clinical utility. The diagram illustrates the role of circulating miRNAs as determinants of treatment response and prognostic indicators in HIV. It highlights the correlation between miRNA levels, CD4 count, and viral load in both naïve and treated patients, with monitoring intervals at 4, 8, and 24 weeks to assess treatment progress. |
Author | Tabak, Fehmi Balkan, Ilker Inanç Sönmez, Haktan Umar, Muhammad Ihtisham Oktan, Burhaneddin Mete, Bilgül Küçüksezer, Umut Can Shahzadi, Andleeb Deniz, Günnur |
AuthorAffiliation | 2 Institute of Graduate Studies in Health Sciences, İstanbul University , İstanbul , Türkiye 4 Department of Medical Pharmacology, Cerrahpaşa Faculty of Medicine, Istanbul University-Cerrahpaşa , İstanbul , Türkiye 1 Department of Immunology, Aziz Sancar Institute of Experimental Medicine, İstanbul University , İstanbul , Türkiye 3 Department of Infectious Diseases and Clinical Microbiology, Cerrahpaşa Faculty of Medicine, Istanbul University-Cerrahpaşa , İstanbul , Türkiye 5 Department of Pharmacy, COMSATS University Islamabad , Lahore , Pakistan |
AuthorAffiliation_xml | – name: 3 Department of Infectious Diseases and Clinical Microbiology, Cerrahpaşa Faculty of Medicine, Istanbul University-Cerrahpaşa , İstanbul , Türkiye – name: 5 Department of Pharmacy, COMSATS University Islamabad , Lahore , Pakistan – name: 4 Department of Medical Pharmacology, Cerrahpaşa Faculty of Medicine, Istanbul University-Cerrahpaşa , İstanbul , Türkiye – name: 1 Department of Immunology, Aziz Sancar Institute of Experimental Medicine, İstanbul University , İstanbul , Türkiye – name: 2 Institute of Graduate Studies in Health Sciences, İstanbul University , İstanbul , Türkiye |
Author_xml | – sequence: 1 givenname: Ilker Inanç surname: Balkan fullname: Balkan, Ilker Inanç – sequence: 2 givenname: Andleeb surname: Shahzadi fullname: Shahzadi, Andleeb – sequence: 3 givenname: Haktan surname: Sönmez fullname: Sönmez, Haktan – sequence: 4 givenname: Burhaneddin surname: Oktan fullname: Oktan, Burhaneddin – sequence: 5 givenname: Muhammad Ihtisham surname: Umar fullname: Umar, Muhammad Ihtisham – sequence: 6 givenname: Bilgül surname: Mete fullname: Mete, Bilgül – sequence: 7 givenname: Fehmi surname: Tabak fullname: Tabak, Fehmi – sequence: 8 givenname: Günnur surname: Deniz fullname: Deniz, Günnur – sequence: 9 givenname: Umut Can surname: Küçüksezer fullname: Küçüksezer, Umut Can |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/40396180$$D View this record in MEDLINE/PubMed |
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Copyright | Copyright © 2025 Balkan, Shahzadi, Sönmez, Oktan, Umar, Mete, Tabak, Deniz and Küçüksezer. Copyright © 2025 Balkan, Shahzadi, Sönmez, Oktan, Umar, Mete, Tabak, Deniz and Küçüksezer 2025 Balkan, Shahzadi, Sönmez, Oktan, Umar, Mete, Tabak, Deniz and Küçüksezer |
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Keywords | prognostic biomarkers MicroRNAs (miRNAs) Human Immunodeficiency Virus (HIV) Antiretroviral Therapy (ART) miR-3163 expression CD4 T-lymphocyte count quantitative RT-PCR (qRT-PCR) |
Language | English |
License | Copyright © 2025 Balkan, Shahzadi, Sönmez, Oktan, Umar, Mete, Tabak, Deniz and Küçüksezer. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Zhenglin Zhu, Chongqing University, China Padma Malini Ravi, Agricultural Research Organization (ARO), Israel These authors have contributed equally to this work Edited by: Shailendra Saxena, King George’s Medical University, India Reviewed by: Anita De Rossi, University of Padua, Italy |
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Snippet | MicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human Immunodeficiency Virus... The diagram illustrates the role of circulating miRNAs as determinants of treatment response and prognostic indicators in HIV. It highlights the correlation... IntroductionMicroRNAs (miRNAs), key regulators of cellular pathways, play crucial roles in the pathogenesis of various diseases, including Human... |
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SubjectTerms | Adult Antiretroviral Therapy (ART) Biomarkers - blood CD4 Lymphocyte Count CD4 T-lymphocyte count Female HIV Infections - blood HIV Infections - diagnosis HIV Infections - drug therapy HIV Infections - genetics HIV Infections - immunology HIV Infections - virology Human Immunodeficiency Virus (HIV) Humans Immunology Longitudinal Studies Male MicroRNAs (miRNAs) MicroRNAs - blood MicroRNAs - genetics Middle Aged miR-3163 expression Prognosis prognostic biomarkers Viral Load |
Title | Longitudinal analysis of hsa-miR-3163, hsa-miR-124-3p, hsa-miR-548c-3p, and hsa-miR-27a-3p as prognostic biomarkers in HIV-infected patients |
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